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      "Pixiedust database opened successfully\n"
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       "        <div style=\"margin:10px\">\n",
       "            <a href=\"https://github.com/ibm-watson-data-lab/pixiedust\" target=\"_new\">\n",
       "                <img src=\"https://github.com/ibm-watson-data-lab/pixiedust/raw/master/docs/_static/pd_icon32.png\" style=\"float:left;margin-right:10px\"/>\n",
       "            </a>\n",
       "            <span>Pixiedust version 0.74</span>\n",
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      "/Users/rajrsingh/anaconda/lib/python2.7/site-packages/bokeh/core/json_encoder.py:52: DeprecationWarning: parsing timezone aware datetimes is deprecated; this will raise an error in the future\n",
      "  NP_EPOCH = np.datetime64('1970-01-01T00:00:00Z')\n"
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   ],
   "source": [
    "import pixiedust"
   ]
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       "<table class=\"table table-hover pd_save\" style=\"font-size:small\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th align=\"center\" valign=\"middle\">Id</th>\n",
       "      <th>Name</th>\n",
       "      <th>Topic</th>\n",
       "      <th>Publisher</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  \n",
       "    <tr>\n",
       "        <td>1</td>\n",
       "        <td>Car performance data</td>\n",
       "        <td>transportation</td>\n",
       "        <td>IBM</td>\n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "        <td>2</td>\n",
       "        <td>Airbnb Data for Analytics: Washington D.C. Listings</td>\n",
       "        <td>Economy & Business</td>\n",
       "        <td>IBM Cloud Data Services</td>\n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "        <td>3</td>\n",
       "        <td>Total population by country</td>\n",
       "        <td>Society</td>\n",
       "        <td>IBM Cloud Data Services</td>\n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "        <td>4</td>\n",
       "        <td>GoSales Transactions for Naive Bayes Model</td>\n",
       "        <td>Leisure</td>\n",
       "        <td>IBM</td>\n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "        <td>5</td>\n",
       "        <td>Election results by County</td>\n",
       "        <td>Society</td>\n",
       "        <td>IBM</td>\n",
       "    </tr>\n",
       "  \n",
       "    <tr>\n",
       "        <td>6</td>\n",
       "        <td>Million dollar home sales in NE Mass late 2016</td>\n",
       "        <td>Economy & Business</td>\n",
       "        <td>IBM</td>\n",
       "    </tr>\n",
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      "Downloading 'Total population by country' from https://apsportal.ibm.com/exchange-api/v1/entries/889ca053a19986a4445839358a91963e/data?accessKey=657b130d504ab539947e51b50f0e338e\n"
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    {
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     "output_type": "stream",
     "text": [
      "Creating pySpark DataFrame for 'Total population by country'. Please wait...\n",
      "Successfully created pySpark DataFrame for 'Total population by country'\n"
     ]
    }
   ],
   "source": [
    "popdf = pixiedust.sampleData(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "pixiedust": {
     "displayParams": {
      "aggregation": "SUM",
      "handlerId": "mapView",
      "keyFields": "Country or Area",
      "mapDisplayMode": "region",
      "mapRegion": "world",
      "rendererId": "google",
      "rowCount": "2600",
      "valueFields": "Value"
     }
    }
   },
   "outputs": [
    {
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    "display(popdf)"
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Million dollar home sales\n",
    "\n",
    "Home sales of $1million and above in Northeastern Massachusetts for the 3 months prior to Jan. 27, 2017. Downloaded from Redfin.com on Jan. 27, 2017."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
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    {
     "name": "stdout",
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     "text": [
      "Downloading 'Million dollar home sales in NE Mass late 2016' from https://openobjectstore.mybluemix.net/misc/milliondollarhomes.csv\n"
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    {
     "name": "stdout",
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     "text": [
      "Creating pySpark DataFrame for 'Million dollar home sales in NE Mass late 2016'. Please wait...\n",
      "Successfully created pySpark DataFrame for 'Million dollar home sales in NE Mass late 2016'\n"
     ]
    }
   ],
   "source": [
    "homesdf = pixiedust.sampleData(6)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Map display\n",
    "The first time you run the main pixiedust visualization command, display(), you get the default visualization, which is a table. Then, from the drop-down menu select \"Map\", and populate the options dialog as follows:\n",
    "- *Keys:* put your latitude and longitude fields here. They must be floating values. These fields must be named latitude, lat or y and longitude, lon or x.\n",
    "- *Values:* the field you want to use to thematically color the map. Only one field can be used.\n",
    "- *Mapbox Access Token:* The token you get from your Mapbox account here: https://www.mapbox.com/studio/signup/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false,
    "pixiedust": {
     "displayParams": {
      "aggregation": "SUM",
      "handlerId": "mapView",
      "keyFields": "LATITUDE,LONGITUDE",
      "mapDisplayMode": "region",
      "mapRegion": "world",
      "rendererId": "mapbox",
      "rowCount": "400",
      "showLegend": "true",
      "valueFields": "PRICE,BEDS,BATHS,SQFT"
     }
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style type=\"text/css\">.pd_warning{display:none;}</style><div class=\"pd_warning\"><em>Hey, there's something awesome here! To see it, open this notebook outside GitHub, in a viewer like Jupyter</em></div><div id=\"chartFigurea40daa24\" class=\"pd_save is-viewer-good\" style=\"overflow-x:auto\">\n",
       "            <h1 style=\"padding:0 0 8px 0\">PixieDust map with Mapbox</h1>\n",
       "\n",
       "<iframe style=\"width:784px;height:416px\" srcdoc=\"<html><head><script src=&quot;https://api.tiles.mapbox.com/mapbox-gl-js/v0.32.1/mapbox-gl.js&quot;></script><link href=&quot;https://api.tiles.mapbox.com/mapbox-gl-js/v0.32.1/mapbox-gl.css&quot; rel=&quot;stylesheet&quot; /><style>.mapboxgl-popup {    max-width: 200px;}#map canvas {    cursor: crosshair;}.legend {    background-color: rgba(255,255,255, 0.75);    border-radius: 3px;    position: absolute;    right: 14px;    top: 14px;    box-shadow: 0 1px 2px rgba(0,0,0,0.10);    font-size: 12px;    line-height: 18px;    padding: 10px;    z-index: 1;}.legend h4 {    margin: 0 0 10px;}.legend div span {    border-radius: 50%;    display: inline-block;    height: 10px;    margin-right: 5px;    width: 10px;}body { background-color:#333; margin:0px !important; overflow: hidden;font-family: &quot;Helvetica Neue&quot;, Arial, Helvetica, sans-serif;}</style></head><body><div id=&quot;mapa40daa24&quot; style=&quot;width:780px;height:412px;&quot; ></div><div class=&quot;legend&quot;>    <h4>PRICE</h4>        <div><span style=&quot;background-color: #ffffcc&quot;></span>1000000</div>        <div><span style=&quot;background-color: #a1dab4&quot;></span>1175000.0</div>        <div><span style=&quot;background-color: #41b6c4&quot;></span>1400000.0</div>        <div><span style=&quot;background-color: #2c7fb8&quot;></span>1866000.0</div>        <div><span style=&quot;background-color: #253494&quot;></span>46057888</div>    </div><script>    window.maploadtime = 1;    mapboxgl.accessToken=&quot;pk.eyJ1IjoicmFqcnNpbmdoIiwiYSI6ImpzeDhXbk0ifQ.VeSXCxcobmgfLgJAnsK3nw&quot;;    var map = new mapboxgl.Map({        container: &quot;mapa40daa24&quot;,        style: &quot;mapbox://styles/mapbox/light-v9&quot;    });    var popup = new mapboxgl.Popup({closeButton: false,closeOnClick: true});        map.on(&quot;mousemove&quot;, function (e) {        var fs = 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